Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 485 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 75.9 KiB |
| Average record size in memory | 160.3 B |
Variable types
| NUM | 19 |
|---|---|
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-25 01:18:49.017195 |
|---|---|
| Analysis finished | 2020-08-25 01:19:42.739110 |
| Duration | 53.72 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Corpus has constant value "1" | Constant |
Genre is highly correlated with Text and 2 other fields | High correlation |
Text is highly correlated with Genre and 2 other fields | High correlation |
Counter is highly correlated with Text and 2 other fields | High correlation |
target is highly correlated with Text and 2 other fields | High correlation |
Text has unique values | Unique |
Counter has unique values | Unique |
Motion has 12 (2.5%) zeros | Zeros |
Direct_Activity has 11 (2.3%) zeros | Zeros |
FirstPerson has 136 (28.0%) zeros | Zeros |
target has 44 (9.1%) zeros | Zeros |
| Distinct count | 123 |
|---|---|
| Unique (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49797938144329895 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2.32 |
| Zeros | 12 |
| Zeros (%) | 2.5% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 0.22 |
| median | 0.4 |
| Q3 | 0.68 |
| 95-th percentile | 1.25 |
| Maximum | 2.32 |
| Range | 2.32 |
| Interquartile range (IQR) | 0.46 |
Descriptive statistics
| Standard deviation | 0.3955298251 |
|---|---|
| Coefficient of variation (CV) | 0.7942694815 |
| Kurtosis | 3.698359695 |
| Mean | 0.4979793814 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | 1.622802532 |
| Sum | 241.52 |
| Variance | 0.1564438425 |
| Value | Count | Frequency (%) | |
| 0.09 | 22 | 4.5% | |
| 0.18 | 20 | 4.1% | |
| 0.26 | 19 | 3.9% | |
| 0.35 | 15 | 3.1% | |
| 0.22 | 14 | 2.9% | |
| 0.17 | 14 | 2.9% | |
| 0.13 | 13 | 2.7% | |
| 0.21 | 13 | 2.7% | |
| 0.04 | 12 | 2.5% | |
| 0 | 12 | 2.5% | |
| 0.3 | 12 | 2.5% | |
| 0.31 | 11 | 2.3% | |
| 0.34 | 10 | 2.1% | |
| 0.39 | 9 | 1.9% | |
| 0.74 | 8 | 1.6% | |
| 0.4 | 8 | 1.6% | |
| 0.25 | 8 | 1.6% | |
| 0.43 | 7 | 1.4% | |
| 0.27 | 7 | 1.4% | |
| 0.65 | 6 | 1.2% | |
| 0.47 | 6 | 1.2% | |
| 0.57 | 6 | 1.2% | |
| 0.42 | 6 | 1.2% | |
| 0.63 | 6 | 1.2% | |
| 0.7 | 6 | 1.2% | |
| Other values (98) | 215 | 44.3% |
| Value | Count | Frequency (%) | |
| 0 | 12 | 2.5% | |
| 0.04 | 12 | 2.5% | |
| 0.05 | 2 | 0.4% | |
| 0.08 | 3 | 0.6% | |
| 0.09 | 22 | 4.5% | |
| 0.12 | 2 | 0.4% | |
| 0.13 | 13 | 2.7% | |
| 0.14 | 2 | 0.4% | |
| 0.16 | 3 | 0.6% | |
| 0.17 | 14 | 2.9% |
| Value | Count | Frequency (%) | |
| 2.32 | 2 | 0.4% | |
| 2.28 | 1 | 0.2% | |
| 2.27 | 1 | 0.2% | |
| 2.14 | 1 | 0.2% | |
| 1.84 | 1 | 0.2% | |
| 1.82 | 1 | 0.2% | |
| 1.75 | 1 | 0.2% | |
| 1.61 | 1 | 0.2% | |
| 1.58 | 1 | 0.2% | |
| 1.54 | 1 | 0.2% |
| Distinct count | 78 |
|---|---|
| Unique (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2867422680412371 |
|---|---|
| Minimum | 0.0 |
| Maximum | 3.08 |
| Zeros | 11 |
| Zeros (%) | 2.3% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.04 |
| Q1 | 0.13 |
| median | 0.22 |
| Q3 | 0.35 |
| 95-th percentile | 0.67 |
| Maximum | 3.08 |
| Range | 3.08 |
| Interquartile range (IQR) | 0.22 |
Descriptive statistics
| Standard deviation | 0.2758400123 |
|---|---|
| Coefficient of variation (CV) | 0.9619789023 |
| Kurtosis | 29.0058994 |
| Mean | 0.286742268 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 4.183908013 |
| Sum | 139.07 |
| Variance | 0.07608771236 |
| Value | Count | Frequency (%) | |
| 0.13 | 48 | 9.9% | |
| 0.17 | 38 | 7.8% | |
| 0.09 | 28 | 5.8% | |
| 0.04 | 25 | 5.2% | |
| 0.22 | 24 | 4.9% | |
| 0.26 | 20 | 4.1% | |
| 0.21 | 20 | 4.1% | |
| 0.3 | 18 | 3.7% | |
| 0.08 | 18 | 3.7% | |
| 0.31 | 17 | 3.5% | |
| 0.18 | 16 | 3.3% | |
| 0.12 | 12 | 2.5% | |
| 0.35 | 11 | 2.3% | |
| 0 | 11 | 2.3% | |
| 0.25 | 10 | 2.1% | |
| 0.29 | 9 | 1.9% | |
| 0.34 | 7 | 1.4% | |
| 0.27 | 6 | 1.2% | |
| 0.44 | 6 | 1.2% | |
| 0.32 | 6 | 1.2% | |
| 0.4 | 6 | 1.2% | |
| 0.49 | 6 | 1.2% | |
| 0.39 | 6 | 1.2% | |
| 0.38 | 6 | 1.2% | |
| 0.58 | 5 | 1.0% | |
| Other values (53) | 106 | 21.9% |
| Value | Count | Frequency (%) | |
| 0 | 11 | 2.3% | |
| 0.04 | 25 | 5.2% | |
| 0.05 | 1 | 0.2% | |
| 0.08 | 18 | 3.7% | |
| 0.09 | 28 | 5.8% | |
| 0.12 | 12 | 2.5% | |
| 0.13 | 48 | 9.9% | |
| 0.14 | 4 | 0.8% | |
| 0.16 | 3 | 0.6% | |
| 0.17 | 38 | 7.8% |
| Value | Count | Frequency (%) | |
| 3.08 | 1 | 0.2% | |
| 1.98 | 1 | 0.2% | |
| 1.77 | 1 | 0.2% | |
| 1.74 | 1 | 0.2% | |
| 1.57 | 1 | 0.2% | |
| 1.48 | 1 | 0.2% | |
| 1.43 | 1 | 0.2% | |
| 1.31 | 1 | 0.2% | |
| 1.03 | 1 | 0.2% | |
| 1.02 | 1 | 0.2% |
| Distinct count | 485 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 242.7175257731959 |
|---|---|
| Minimum | 0 |
| Maximum | 490 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24.2 |
| Q1 | 121 |
| median | 242 |
| Q3 | 363 |
| 95-th percentile | 465.8 |
| Maximum | 490 |
| Range | 490 |
| Interquartile range (IQR) | 242 |
Descriptive statistics
| Standard deviation | 141.2562022 |
|---|---|
| Coefficient of variation (CV) | 0.5819777611 |
| Kurtosis | -1.181238415 |
| Mean | 242.7175258 |
| Median Absolute Deviation (MAD) | 121 |
| Skewness | 0.02093555902 |
| Sum | 117718 |
| Variance | 19953.31467 |
| Value | Count | Frequency (%) | |
| 490 | 1 | 0.2% | |
| 180 | 1 | 0.2% | |
| 152 | 1 | 0.2% | |
| 153 | 1 | 0.2% | |
| 154 | 1 | 0.2% | |
| 155 | 1 | 0.2% | |
| 156 | 1 | 0.2% | |
| 157 | 1 | 0.2% | |
| 158 | 1 | 0.2% | |
| 159 | 1 | 0.2% | |
| 160 | 1 | 0.2% | |
| 161 | 1 | 0.2% | |
| 162 | 1 | 0.2% | |
| 163 | 1 | 0.2% | |
| 164 | 1 | 0.2% | |
| 165 | 1 | 0.2% | |
| 166 | 1 | 0.2% | |
| 167 | 1 | 0.2% | |
| 168 | 1 | 0.2% | |
| 169 | 1 | 0.2% | |
| 170 | 1 | 0.2% | |
| 171 | 1 | 0.2% | |
| 172 | 1 | 0.2% | |
| 173 | 1 | 0.2% | |
| 174 | 1 | 0.2% | |
| Other values (460) | 460 | 94.8% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.2% | |
| 1 | 1 | 0.2% | |
| 2 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 6 | 1 | 0.2% | |
| 7 | 1 | 0.2% | |
| 8 | 1 | 0.2% | |
| 9 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 490 | 1 | 0.2% | |
| 489 | 1 | 0.2% | |
| 488 | 1 | 0.2% | |
| 487 | 1 | 0.2% | |
| 486 | 1 | 0.2% | |
| 485 | 1 | 0.2% | |
| 484 | 1 | 0.2% | |
| 483 | 1 | 0.2% | |
| 482 | 1 | 0.2% | |
| 481 | 1 | 0.2% |
Share_SocTies
Real number (ℝ≥0)
| Distinct count | 259 |
|---|---|
| Unique (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.053917525773196 |
|---|---|
| Minimum | 0.43 |
| Maximum | 5.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.43 |
|---|---|
| 5-th percentile | 0.782 |
| Q1 | 1.26 |
| median | 1.87 |
| Q3 | 2.63 |
| 95-th percentile | 4.056 |
| Maximum | 5.64 |
| Range | 5.21 |
| Interquartile range (IQR) | 1.37 |
Descriptive statistics
| Standard deviation | 1.017507038 |
|---|---|
| Coefficient of variation (CV) | 0.4953981963 |
| Kurtosis | 0.682741928 |
| Mean | 2.053917526 |
| Median Absolute Deviation (MAD) | 0.64 |
| Skewness | 0.9657550656 |
| Sum | 996.15 |
| Variance | 1.035320572 |
| Value | Count | Frequency (%) | |
| 2.24 | 6 | 1.2% | |
| 1.03 | 5 | 1.0% | |
| 1.37 | 5 | 1.0% | |
| 1.49 | 5 | 1.0% | |
| 2.28 | 5 | 1.0% | |
| 1.59 | 5 | 1.0% | |
| 2.11 | 5 | 1.0% | |
| 1.28 | 5 | 1.0% | |
| 1.79 | 4 | 0.8% | |
| 1.4 | 4 | 0.8% | |
| 1.08 | 4 | 0.8% | |
| 0.66 | 4 | 0.8% | |
| 2.37 | 4 | 0.8% | |
| 1.07 | 4 | 0.8% | |
| 1.19 | 4 | 0.8% | |
| 0.83 | 4 | 0.8% | |
| 1.76 | 4 | 0.8% | |
| 3.6 | 4 | 0.8% | |
| 2.2 | 4 | 0.8% | |
| 1.94 | 4 | 0.8% | |
| 1.25 | 4 | 0.8% | |
| 1.23 | 4 | 0.8% | |
| 1.99 | 4 | 0.8% | |
| 1.24 | 4 | 0.8% | |
| 1 | 4 | 0.8% | |
| Other values (234) | 376 | 77.5% |
| Value | Count | Frequency (%) | |
| 0.43 | 1 | 0.2% | |
| 0.52 | 1 | 0.2% | |
| 0.53 | 1 | 0.2% | |
| 0.57 | 1 | 0.2% | |
| 0.59 | 3 | 0.6% | |
| 0.61 | 1 | 0.2% | |
| 0.63 | 1 | 0.2% | |
| 0.66 | 4 | 0.8% | |
| 0.68 | 1 | 0.2% | |
| 0.69 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 5.64 | 1 | 0.2% | |
| 5.51 | 1 | 0.2% | |
| 5.43 | 1 | 0.2% | |
| 5.37 | 1 | 0.2% | |
| 5.28 | 1 | 0.2% | |
| 4.81 | 1 | 0.2% | |
| 4.76 | 2 | 0.4% | |
| 4.73 | 1 | 0.2% | |
| 4.71 | 1 | 0.2% | |
| 4.68 | 1 | 0.2% |
TimeInterval
Real number (ℝ≥0)
| Distinct count | 173 |
|---|---|
| Unique (%) | 35.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.327381443298969 |
|---|---|
| Minimum | 0.17 |
| Maximum | 4.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.17 |
|---|---|
| 5-th percentile | 0.67 |
| Q1 | 0.99 |
| median | 1.24 |
| Q3 | 1.55 |
| 95-th percentile | 2.29 |
| Maximum | 4.84 |
| Range | 4.67 |
| Interquartile range (IQR) | 0.56 |
Descriptive statistics
| Standard deviation | 0.5416926609 |
|---|---|
| Coefficient of variation (CV) | 0.4080911811 |
| Kurtosis | 6.977359298 |
| Mean | 1.327381443 |
| Median Absolute Deviation (MAD) | 0.27 |
| Skewness | 1.851873963 |
| Sum | 643.78 |
| Variance | 0.2934309389 |
| Value | Count | Frequency (%) | |
| 1.31 | 11 | 2.3% | |
| 1.26 | 10 | 2.1% | |
| 1.35 | 8 | 1.6% | |
| 0.98 | 7 | 1.4% | |
| 1.01 | 7 | 1.4% | |
| 1.07 | 7 | 1.4% | |
| 1.47 | 7 | 1.4% | |
| 1.23 | 7 | 1.4% | |
| 1.02 | 7 | 1.4% | |
| 1 | 7 | 1.4% | |
| 1.14 | 7 | 1.4% | |
| 0.96 | 6 | 1.2% | |
| 1.19 | 6 | 1.2% | |
| 0.99 | 6 | 1.2% | |
| 1.06 | 6 | 1.2% | |
| 1.1 | 6 | 1.2% | |
| 1.2 | 6 | 1.2% | |
| 1.56 | 6 | 1.2% | |
| 1.08 | 6 | 1.2% | |
| 1.33 | 6 | 1.2% | |
| 1.77 | 5 | 1.0% | |
| 0.9 | 5 | 1.0% | |
| 1.38 | 5 | 1.0% | |
| 0.88 | 5 | 1.0% | |
| 0.79 | 5 | 1.0% | |
| Other values (148) | 321 | 66.2% |
| Value | Count | Frequency (%) | |
| 0.17 | 1 | 0.2% | |
| 0.26 | 2 | 0.4% | |
| 0.33 | 1 | 0.2% | |
| 0.43 | 1 | 0.2% | |
| 0.45 | 1 | 0.2% | |
| 0.47 | 1 | 0.2% | |
| 0.5 | 1 | 0.2% | |
| 0.53 | 1 | 0.2% | |
| 0.54 | 1 | 0.2% | |
| 0.55 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 4.84 | 1 | 0.2% | |
| 4.51 | 1 | 0.2% | |
| 3.57 | 1 | 0.2% | |
| 3.3 | 1 | 0.2% | |
| 3.13 | 1 | 0.2% | |
| 3.07 | 1 | 0.2% | |
| 3.06 | 1 | 0.2% | |
| 2.98 | 1 | 0.2% | |
| 2.9 | 1 | 0.2% | |
| 2.84 | 1 | 0.2% |
LinearGuidance
Real number (ℝ≥0)
| Distinct count | 345 |
|---|---|
| Unique (%) | 71.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.710969072164948 |
|---|---|
| Minimum | 0.43 |
| Maximum | 10.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.43 |
|---|---|
| 5-th percentile | 1.878 |
| Q1 | 3.21 |
| median | 4.27 |
| Q3 | 6.12 |
| 95-th percentile | 8.748 |
| Maximum | 10.95 |
| Range | 10.52 |
| Interquartile range (IQR) | 2.91 |
Descriptive statistics
| Standard deviation | 2.0666678 |
|---|---|
| Coefficient of variation (CV) | 0.4386927123 |
| Kurtosis | -0.1330604011 |
| Mean | 4.710969072 |
| Median Absolute Deviation (MAD) | 1.34 |
| Skewness | 0.6536904676 |
| Sum | 2284.82 |
| Variance | 4.271115794 |
| Value | Count | Frequency (%) | |
| 3.75 | 5 | 1.0% | |
| 3.9 | 5 | 1.0% | |
| 3.93 | 4 | 0.8% | |
| 3.43 | 4 | 0.8% | |
| 4.05 | 4 | 0.8% | |
| 3.46 | 4 | 0.8% | |
| 3.83 | 4 | 0.8% | |
| 5.56 | 3 | 0.6% | |
| 2.84 | 3 | 0.6% | |
| 3.48 | 3 | 0.6% | |
| 3.67 | 3 | 0.6% | |
| 2.89 | 3 | 0.6% | |
| 3.31 | 3 | 0.6% | |
| 2.94 | 3 | 0.6% | |
| 3.15 | 3 | 0.6% | |
| 3.56 | 3 | 0.6% | |
| 4.65 | 3 | 0.6% | |
| 5.61 | 3 | 0.6% | |
| 3.18 | 3 | 0.6% | |
| 3.36 | 3 | 0.6% | |
| 7.26 | 3 | 0.6% | |
| 2.73 | 3 | 0.6% | |
| 3.23 | 3 | 0.6% | |
| 6.42 | 3 | 0.6% | |
| 2.1 | 3 | 0.6% | |
| Other values (320) | 401 | 82.7% |
| Value | Count | Frequency (%) | |
| 0.43 | 1 | 0.2% | |
| 1.16 | 1 | 0.2% | |
| 1.25 | 1 | 0.2% | |
| 1.29 | 1 | 0.2% | |
| 1.32 | 1 | 0.2% | |
| 1.36 | 1 | 0.2% | |
| 1.47 | 1 | 0.2% | |
| 1.48 | 1 | 0.2% | |
| 1.52 | 1 | 0.2% | |
| 1.57 | 2 | 0.4% |
| Value | Count | Frequency (%) | |
| 10.95 | 1 | 0.2% | |
| 10.81 | 1 | 0.2% | |
| 10.71 | 1 | 0.2% | |
| 10.41 | 1 | 0.2% | |
| 10.36 | 1 | 0.2% | |
| 9.87 | 1 | 0.2% | |
| 9.77 | 1 | 0.2% | |
| 9.66 | 1 | 0.2% | |
| 9.55 | 1 | 0.2% | |
| 9.49 | 1 | 0.2% |
| Distinct count | 133 |
|---|---|
| Unique (%) | 27.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.543340206185567 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5.83 |
| Zeros | 136 |
| Zeros (%) | 28.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.18 |
| Q3 | 0.64 |
| 95-th percentile | 2.34 |
| Maximum | 5.83 |
| Range | 5.83 |
| Interquartile range (IQR) | 0.64 |
Descriptive statistics
| Standard deviation | 0.9384869888 |
|---|---|
| Coefficient of variation (CV) | 1.727254818 |
| Kurtosis | 10.53816611 |
| Mean | 0.5433402062 |
| Median Absolute Deviation (MAD) | 0.18 |
| Skewness | 3.053153216 |
| Sum | 263.52 |
| Variance | 0.8807578282 |
| Value | Count | Frequency (%) | |
| 0 | 136 | 28.0% | |
| 0.04 | 46 | 9.5% | |
| 0.09 | 21 | 4.3% | |
| 0.13 | 11 | 2.3% | |
| 0.26 | 11 | 2.3% | |
| 0.17 | 11 | 2.3% | |
| 0.22 | 9 | 1.9% | |
| 0.3 | 7 | 1.4% | |
| 0.43 | 6 | 1.2% | |
| 0.08 | 6 | 1.2% | |
| 0.12 | 5 | 1.0% | |
| 0.44 | 5 | 1.0% | |
| 0.38 | 5 | 1.0% | |
| 0.57 | 5 | 1.0% | |
| 0.41 | 4 | 0.8% | |
| 0.66 | 4 | 0.8% | |
| 0.27 | 4 | 0.8% | |
| 0.34 | 4 | 0.8% | |
| 0.94 | 4 | 0.8% | |
| 0.05 | 4 | 0.8% | |
| 0.68 | 4 | 0.8% | |
| 0.71 | 4 | 0.8% | |
| 0.64 | 4 | 0.8% | |
| 1.14 | 3 | 0.6% | |
| 0.48 | 3 | 0.6% | |
| Other values (108) | 159 | 32.8% |
| Value | Count | Frequency (%) | |
| 0 | 136 | 28.0% | |
| 0.04 | 46 | 9.5% | |
| 0.05 | 4 | 0.8% | |
| 0.08 | 6 | 1.2% | |
| 0.09 | 21 | 4.3% | |
| 0.12 | 5 | 1.0% | |
| 0.13 | 11 | 2.3% | |
| 0.14 | 2 | 0.4% | |
| 0.17 | 11 | 2.3% | |
| 0.18 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 5.83 | 1 | 0.2% | |
| 5.61 | 1 | 0.2% | |
| 5.5 | 1 | 0.2% | |
| 4.84 | 1 | 0.2% | |
| 4.83 | 1 | 0.2% | |
| 4.72 | 1 | 0.2% | |
| 4.69 | 1 | 0.2% | |
| 4.61 | 1 | 0.2% | |
| 4.58 | 1 | 0.2% | |
| 4.33 | 1 | 0.2% |
WordPicture
Real number (ℝ≥0)
| Distinct count | 364 |
|---|---|
| Unique (%) | 75.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.359319587628866 |
|---|---|
| Minimum | 0.71 |
| Maximum | 14.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.71 |
|---|---|
| 5-th percentile | 1.998 |
| Q1 | 3.72 |
| median | 5.16 |
| Q3 | 6.73 |
| 95-th percentile | 9.204 |
| Maximum | 14.58 |
| Range | 13.87 |
| Interquartile range (IQR) | 3.01 |
Descriptive statistics
| Standard deviation | 2.241235029 |
|---|---|
| Coefficient of variation (CV) | 0.4181939502 |
| Kurtosis | 0.5329406323 |
| Mean | 5.359319588 |
| Median Absolute Deviation (MAD) | 1.49 |
| Skewness | 0.5895101535 |
| Sum | 2599.27 |
| Variance | 5.023134453 |
| Value | Count | Frequency (%) | |
| 4.57 | 4 | 0.8% | |
| 3.72 | 4 | 0.8% | |
| 7.15 | 4 | 0.8% | |
| 6.39 | 3 | 0.6% | |
| 4.24 | 3 | 0.6% | |
| 2.9 | 3 | 0.6% | |
| 3.18 | 3 | 0.6% | |
| 6.73 | 3 | 0.6% | |
| 5.83 | 3 | 0.6% | |
| 7.77 | 3 | 0.6% | |
| 5.19 | 3 | 0.6% | |
| 4.35 | 3 | 0.6% | |
| 4.01 | 3 | 0.6% | |
| 5.85 | 3 | 0.6% | |
| 6.27 | 3 | 0.6% | |
| 7.29 | 3 | 0.6% | |
| 4.07 | 3 | 0.6% | |
| 3.78 | 3 | 0.6% | |
| 7.44 | 3 | 0.6% | |
| 6.3 | 3 | 0.6% | |
| 6.65 | 2 | 0.4% | |
| 5.16 | 2 | 0.4% | |
| 4.85 | 2 | 0.4% | |
| 5.21 | 2 | 0.4% | |
| 6.01 | 2 | 0.4% | |
| Other values (339) | 412 | 84.9% |
| Value | Count | Frequency (%) | |
| 0.71 | 1 | 0.2% | |
| 0.83 | 1 | 0.2% | |
| 0.94 | 1 | 0.2% | |
| 1.06 | 1 | 0.2% | |
| 1.13 | 1 | 0.2% | |
| 1.19 | 1 | 0.2% | |
| 1.23 | 1 | 0.2% | |
| 1.27 | 1 | 0.2% | |
| 1.39 | 1 | 0.2% | |
| 1.46 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 14.58 | 1 | 0.2% | |
| 12.79 | 1 | 0.2% | |
| 12.49 | 1 | 0.2% | |
| 12.23 | 1 | 0.2% | |
| 11.88 | 1 | 0.2% | |
| 11.55 | 1 | 0.2% | |
| 11.25 | 1 | 0.2% | |
| 11.19 | 1 | 0.2% | |
| 11.09 | 1 | 0.2% | |
| 10.98 | 1 | 0.2% |
ThinkAhead
Real number (ℝ≥0)
| Distinct count | 171 |
|---|---|
| Unique (%) | 35.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2080824742268041 |
|---|---|
| Minimum | 0.17 |
| Maximum | 3.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.17 |
|---|---|
| 5-th percentile | 0.562 |
| Q1 | 0.88 |
| median | 1.14 |
| Q3 | 1.47 |
| 95-th percentile | 2.044 |
| Maximum | 3.51 |
| Range | 3.34 |
| Interquartile range (IQR) | 0.59 |
Descriptive statistics
| Standard deviation | 0.4800463061 |
|---|---|
| Coefficient of variation (CV) | 0.397362197 |
| Kurtosis | 2.547039411 |
| Mean | 1.208082474 |
| Median Absolute Deviation (MAD) | 0.29 |
| Skewness | 1.102897776 |
| Sum | 585.92 |
| Variance | 0.230444456 |
| Value | Count | Frequency (%) | |
| 0.93 | 7 | 1.4% | |
| 1 | 7 | 1.4% | |
| 1.2 | 7 | 1.4% | |
| 1.47 | 7 | 1.4% | |
| 1.23 | 6 | 1.2% | |
| 0.9 | 6 | 1.2% | |
| 0.76 | 6 | 1.2% | |
| 1.02 | 6 | 1.2% | |
| 1.43 | 6 | 1.2% | |
| 1.12 | 6 | 1.2% | |
| 0.87 | 6 | 1.2% | |
| 0.95 | 6 | 1.2% | |
| 1.04 | 6 | 1.2% | |
| 1.18 | 6 | 1.2% | |
| 0.97 | 6 | 1.2% | |
| 1.3 | 5 | 1.0% | |
| 1.34 | 5 | 1.0% | |
| 1.35 | 5 | 1.0% | |
| 0.72 | 5 | 1.0% | |
| 1.32 | 5 | 1.0% | |
| 1.48 | 5 | 1.0% | |
| 1.08 | 5 | 1.0% | |
| 0.66 | 5 | 1.0% | |
| 0.96 | 5 | 1.0% | |
| 1.06 | 5 | 1.0% | |
| Other values (146) | 341 | 70.3% |
| Value | Count | Frequency (%) | |
| 0.17 | 1 | 0.2% | |
| 0.25 | 2 | 0.4% | |
| 0.37 | 1 | 0.2% | |
| 0.39 | 2 | 0.4% | |
| 0.4 | 1 | 0.2% | |
| 0.41 | 1 | 0.2% | |
| 0.43 | 4 | 0.8% | |
| 0.44 | 2 | 0.4% | |
| 0.47 | 1 | 0.2% | |
| 0.49 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 3.51 | 1 | 0.2% | |
| 3.5 | 1 | 0.2% | |
| 2.94 | 2 | 0.4% | |
| 2.89 | 1 | 0.2% | |
| 2.76 | 1 | 0.2% | |
| 2.71 | 1 | 0.2% | |
| 2.56 | 1 | 0.2% | |
| 2.49 | 1 | 0.2% | |
| 2.43 | 1 | 0.2% | |
| 2.41 | 1 | 0.2% |
InnerThinking
Real number (ℝ≥0)
| Distinct count | 259 |
|---|---|
| Unique (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6827010309278347 |
|---|---|
| Minimum | 0.56 |
| Maximum | 6.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.56 |
|---|---|
| 5-th percentile | 1.262 |
| Q1 | 2.15 |
| median | 2.63 |
| Q3 | 3.16 |
| 95-th percentile | 4.148 |
| Maximum | 6.11 |
| Range | 5.55 |
| Interquartile range (IQR) | 1.01 |
Descriptive statistics
| Standard deviation | 0.8737200339 |
|---|---|
| Coefficient of variation (CV) | 0.3256866955 |
| Kurtosis | 1.10535995 |
| Mean | 2.682701031 |
| Median Absolute Deviation (MAD) | 0.51 |
| Skewness | 0.4565857696 |
| Sum | 1301.11 |
| Variance | 0.7633866976 |
| Value | Count | Frequency (%) | |
| 2.39 | 12 | 2.5% | |
| 2.45 | 8 | 1.6% | |
| 3.09 | 6 | 1.2% | |
| 2.96 | 5 | 1.0% | |
| 2.5 | 5 | 1.0% | |
| 2.51 | 5 | 1.0% | |
| 3.33 | 5 | 1.0% | |
| 2.63 | 5 | 1.0% | |
| 1.94 | 5 | 1.0% | |
| 2.52 | 4 | 0.8% | |
| 2.82 | 4 | 0.8% | |
| 2.67 | 4 | 0.8% | |
| 2.43 | 4 | 0.8% | |
| 2.93 | 4 | 0.8% | |
| 2.57 | 4 | 0.8% | |
| 2.92 | 4 | 0.8% | |
| 3.14 | 4 | 0.8% | |
| 2.33 | 4 | 0.8% | |
| 2.26 | 4 | 0.8% | |
| 2.95 | 4 | 0.8% | |
| 2.47 | 4 | 0.8% | |
| 3.44 | 4 | 0.8% | |
| 3 | 4 | 0.8% | |
| 2.22 | 3 | 0.6% | |
| 2.66 | 3 | 0.6% | |
| Other values (234) | 367 | 75.7% |
| Value | Count | Frequency (%) | |
| 0.56 | 1 | 0.2% | |
| 0.68 | 1 | 0.2% | |
| 0.73 | 1 | 0.2% | |
| 0.74 | 1 | 0.2% | |
| 0.76 | 2 | 0.4% | |
| 0.9 | 1 | 0.2% | |
| 0.94 | 1 | 0.2% | |
| 0.95 | 1 | 0.2% | |
| 0.97 | 1 | 0.2% | |
| 0.99 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 6.11 | 1 | 0.2% | |
| 6.05 | 1 | 0.2% | |
| 5.9 | 1 | 0.2% | |
| 5.82 | 1 | 0.2% | |
| 5.46 | 1 | 0.2% | |
| 5.21 | 1 | 0.2% | |
| 4.83 | 1 | 0.2% | |
| 4.76 | 1 | 0.2% | |
| 4.66 | 1 | 0.2% | |
| 4.62 | 1 | 0.2% |
Notifying
Real number (ℝ≥0)
| Distinct count | 215 |
|---|---|
| Unique (%) | 44.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6876288659793817 |
|---|---|
| Minimum | 1.2 |
| Maximum | 5.32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 1.68 |
| Q1 | 2.22 |
| median | 2.69 |
| Q3 | 3.12 |
| 95-th percentile | 3.75 |
| Maximum | 5.32 |
| Range | 4.12 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.6624840138 |
|---|---|
| Coefficient of variation (CV) | 0.2464938602 |
| Kurtosis | 0.5453729433 |
| Mean | 2.687628866 |
| Median Absolute Deviation (MAD) | 0.46 |
| Skewness | 0.439635567 |
| Sum | 1303.5 |
| Variance | 0.4388850686 |
| Value | Count | Frequency (%) | |
| 2.72 | 8 | 1.6% | |
| 2.8 | 6 | 1.2% | |
| 2.34 | 6 | 1.2% | |
| 3.04 | 6 | 1.2% | |
| 2.4 | 6 | 1.2% | |
| 2.92 | 6 | 1.2% | |
| 3.16 | 6 | 1.2% | |
| 2.39 | 6 | 1.2% | |
| 2.45 | 5 | 1.0% | |
| 2.27 | 5 | 1.0% | |
| 3.27 | 5 | 1.0% | |
| 2.1 | 5 | 1.0% | |
| 2.18 | 5 | 1.0% | |
| 2.83 | 5 | 1.0% | |
| 2.61 | 5 | 1.0% | |
| 2.28 | 5 | 1.0% | |
| 2.86 | 5 | 1.0% | |
| 3.42 | 5 | 1.0% | |
| 2.73 | 4 | 0.8% | |
| 2.44 | 4 | 0.8% | |
| 2.06 | 4 | 0.8% | |
| 2 | 4 | 0.8% | |
| 2.55 | 4 | 0.8% | |
| 3.12 | 4 | 0.8% | |
| 2.79 | 4 | 0.8% | |
| Other values (190) | 357 | 73.6% |
| Value | Count | Frequency (%) | |
| 1.2 | 1 | 0.2% | |
| 1.3 | 1 | 0.2% | |
| 1.32 | 1 | 0.2% | |
| 1.33 | 1 | 0.2% | |
| 1.34 | 1 | 0.2% | |
| 1.37 | 1 | 0.2% | |
| 1.38 | 1 | 0.2% | |
| 1.45 | 1 | 0.2% | |
| 1.47 | 1 | 0.2% | |
| 1.49 | 3 | 0.6% |
| Value | Count | Frequency (%) | |
| 5.32 | 1 | 0.2% | |
| 5.21 | 1 | 0.2% | |
| 4.91 | 1 | 0.2% | |
| 4.73 | 1 | 0.2% | |
| 4.58 | 1 | 0.2% | |
| 4.39 | 1 | 0.2% | |
| 4.36 | 1 | 0.2% | |
| 4.29 | 1 | 0.2% | |
| 4.19 | 1 | 0.2% | |
| 4.12 | 1 | 0.2% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2309278350515465 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.610743863 |
|---|---|
| Coefficient of variation (CV) | 0.4993472408 |
| Kurtosis | -0.6164628848 |
| Mean | 7.230927835 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.002664972705 |
| Sum | 3507 |
| Variance | 13.03747124 |
| Value | Count | Frequency (%) | |
| 9 | 80 | 16.5% | |
| 7 | 75 | 15.5% | |
| 6 | 48 | 9.9% | |
| 1 | 44 | 9.1% | |
| 5 | 36 | 7.4% | |
| 8 | 30 | 6.2% | |
| 14 | 29 | 6.0% | |
| 13 | 29 | 6.0% | |
| 10 | 29 | 6.0% | |
| 2 | 27 | 5.6% | |
| 11 | 24 | 4.9% | |
| 4 | 17 | 3.5% | |
| 3 | 17 | 3.5% |
| Value | Count | Frequency (%) | |
| 1 | 44 | 9.1% | |
| 2 | 27 | 5.6% | |
| 3 | 17 | 3.5% | |
| 4 | 17 | 3.5% | |
| 5 | 36 | 7.4% | |
| 6 | 48 | 9.9% | |
| 7 | 75 | 15.5% | |
| 8 | 30 | 6.2% | |
| 9 | 80 | 16.5% | |
| 10 | 29 | 6.0% |
| Value | Count | Frequency (%) | |
| 14 | 29 | 6.0% | |
| 13 | 29 | 6.0% | |
| 11 | 24 | 4.9% | |
| 10 | 29 | 6.0% | |
| 9 | 80 | 16.5% | |
| 8 | 30 | 6.2% | |
| 7 | 75 | 15.5% | |
| 6 | 48 | 9.9% | |
| 5 | 36 | 7.4% | |
| 4 | 17 | 3.5% |
ThinkPositive
Real number (ℝ≥0)
| Distinct count | 151 |
|---|---|
| Unique (%) | 31.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7547628865979381 |
|---|---|
| Minimum | 0.04 |
| Maximum | 2.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.04 |
|---|---|
| 5-th percentile | 0.21 |
| Q1 | 0.45 |
| median | 0.7 |
| Q3 | 0.98 |
| 95-th percentile | 1.51 |
| Maximum | 2.3 |
| Range | 2.26 |
| Interquartile range (IQR) | 0.53 |
Descriptive statistics
| Standard deviation | 0.4062896458 |
|---|---|
| Coefficient of variation (CV) | 0.5383010387 |
| Kurtosis | 0.7660304303 |
| Mean | 0.7547628866 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | 0.8701093712 |
| Sum | 366.06 |
| Variance | 0.1650712763 |
| Value | Count | Frequency (%) | |
| 0.74 | 13 | 2.7% | |
| 0.3 | 10 | 2.1% | |
| 0.79 | 9 | 1.9% | |
| 0.43 | 9 | 1.9% | |
| 0.87 | 9 | 1.9% | |
| 0.53 | 9 | 1.9% | |
| 0.58 | 8 | 1.6% | |
| 0.7 | 8 | 1.6% | |
| 0.39 | 7 | 1.4% | |
| 0.64 | 7 | 1.4% | |
| 0.67 | 7 | 1.4% | |
| 0.47 | 7 | 1.4% | |
| 0.51 | 7 | 1.4% | |
| 0.73 | 7 | 1.4% | |
| 0.44 | 7 | 1.4% | |
| 0.59 | 7 | 1.4% | |
| 0.62 | 7 | 1.4% | |
| 0.68 | 7 | 1.4% | |
| 1.04 | 6 | 1.2% | |
| 0.76 | 6 | 1.2% | |
| 0.54 | 6 | 1.2% | |
| 0.88 | 6 | 1.2% | |
| 1.03 | 6 | 1.2% | |
| 0.49 | 5 | 1.0% | |
| 0.55 | 5 | 1.0% | |
| Other values (126) | 300 | 61.9% |
| Value | Count | Frequency (%) | |
| 0.04 | 3 | 0.6% | |
| 0.08 | 3 | 0.6% | |
| 0.12 | 3 | 0.6% | |
| 0.13 | 4 | 0.8% | |
| 0.14 | 1 | 0.2% | |
| 0.16 | 2 | 0.4% | |
| 0.17 | 5 | 1.0% | |
| 0.18 | 2 | 0.4% | |
| 0.2 | 1 | 0.2% | |
| 0.21 | 3 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.3 | 1 | 0.2% | |
| 2.13 | 1 | 0.2% | |
| 2.09 | 1 | 0.2% | |
| 2.02 | 1 | 0.2% | |
| 2.01 | 1 | 0.2% | |
| 1.92 | 1 | 0.2% | |
| 1.91 | 1 | 0.2% | |
| 1.9 | 1 | 0.2% | |
| 1.88 | 1 | 0.2% | |
| 1.86 | 1 | 0.2% |
ThinkNegative
Real number (ℝ≥0)
| Distinct count | 212 |
|---|---|
| Unique (%) | 43.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2281030927835048 |
|---|---|
| Minimum | 0.04 |
| Maximum | 3.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.04 |
|---|---|
| 5-th percentile | 0.302 |
| Q1 | 0.73 |
| median | 1.15 |
| Q3 | 1.62 |
| 95-th percentile | 2.462 |
| Maximum | 3.69 |
| Range | 3.65 |
| Interquartile range (IQR) | 0.89 |
Descriptive statistics
| Standard deviation | 0.6605498818 |
|---|---|
| Coefficient of variation (CV) | 0.5378619154 |
| Kurtosis | 0.5528412507 |
| Mean | 1.228103093 |
| Median Absolute Deviation (MAD) | 0.45 |
| Skewness | 0.7512287129 |
| Sum | 595.63 |
| Variance | 0.4363261464 |
| Value | Count | Frequency (%) | |
| 1.21 | 7 | 1.4% | |
| 0.58 | 7 | 1.4% | |
| 1.61 | 6 | 1.2% | |
| 0.86 | 6 | 1.2% | |
| 1.15 | 6 | 1.2% | |
| 1.01 | 6 | 1.2% | |
| 0.72 | 6 | 1.2% | |
| 0.84 | 6 | 1.2% | |
| 1.18 | 5 | 1.0% | |
| 0.99 | 5 | 1.0% | |
| 1.53 | 5 | 1.0% | |
| 1.27 | 5 | 1.0% | |
| 1.69 | 5 | 1.0% | |
| 1.05 | 5 | 1.0% | |
| 0.31 | 5 | 1.0% | |
| 0.26 | 4 | 0.8% | |
| 1.46 | 4 | 0.8% | |
| 0.82 | 4 | 0.8% | |
| 0.93 | 4 | 0.8% | |
| 0.47 | 4 | 0.8% | |
| 0.7 | 4 | 0.8% | |
| 1.79 | 4 | 0.8% | |
| 0.35 | 4 | 0.8% | |
| 0.61 | 4 | 0.8% | |
| 1.4 | 4 | 0.8% | |
| Other values (187) | 360 | 74.2% |
| Value | Count | Frequency (%) | |
| 0.04 | 1 | 0.2% | |
| 0.08 | 1 | 0.2% | |
| 0.09 | 1 | 0.2% | |
| 0.16 | 3 | 0.6% | |
| 0.17 | 1 | 0.2% | |
| 0.2 | 2 | 0.4% | |
| 0.22 | 2 | 0.4% | |
| 0.24 | 2 | 0.4% | |
| 0.25 | 2 | 0.4% | |
| 0.26 | 4 | 0.8% |
| Value | Count | Frequency (%) | |
| 3.69 | 1 | 0.2% | |
| 3.64 | 1 | 0.2% | |
| 3.62 | 1 | 0.2% | |
| 3.45 | 1 | 0.2% | |
| 3.12 | 1 | 0.2% | |
| 2.93 | 1 | 0.2% | |
| 2.82 | 1 | 0.2% | |
| 2.79 | 1 | 0.2% | |
| 2.77 | 1 | 0.2% | |
| 2.75 | 1 | 0.2% |
ShiftingEvents
Real number (ℝ≥0)
| Distinct count | 132 |
|---|---|
| Unique (%) | 27.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8181855670103093 |
|---|---|
| Minimum | 0.09 |
| Maximum | 1.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 0.362 |
| Q1 | 0.58 |
| median | 0.78 |
| Q3 | 1.02 |
| 95-th percentile | 1.378 |
| Maximum | 1.87 |
| Range | 1.78 |
| Interquartile range (IQR) | 0.44 |
Descriptive statistics
| Standard deviation | 0.3238705846 |
|---|---|
| Coefficient of variation (CV) | 0.3958400119 |
| Kurtosis | 0.2107657564 |
| Mean | 0.818185567 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | 0.5626709924 |
| Sum | 396.82 |
| Variance | 0.1048921556 |
| Value | Count | Frequency (%) | |
| 0.87 | 9 | 1.9% | |
| 0.4 | 9 | 1.9% | |
| 0.76 | 9 | 1.9% | |
| 0.94 | 8 | 1.6% | |
| 0.65 | 8 | 1.6% | |
| 0.6 | 8 | 1.6% | |
| 0.64 | 8 | 1.6% | |
| 0.68 | 8 | 1.6% | |
| 0.52 | 8 | 1.6% | |
| 0.5 | 8 | 1.6% | |
| 0.81 | 7 | 1.4% | |
| 0.91 | 7 | 1.4% | |
| 0.93 | 7 | 1.4% | |
| 0.58 | 7 | 1.4% | |
| 0.82 | 7 | 1.4% | |
| 0.77 | 7 | 1.4% | |
| 0.92 | 7 | 1.4% | |
| 0.63 | 7 | 1.4% | |
| 0.54 | 6 | 1.2% | |
| 0.83 | 6 | 1.2% | |
| 0.8 | 6 | 1.2% | |
| 0.48 | 6 | 1.2% | |
| 0.89 | 6 | 1.2% | |
| 0.72 | 6 | 1.2% | |
| 0.96 | 6 | 1.2% | |
| Other values (107) | 304 | 62.7% |
| Value | Count | Frequency (%) | |
| 0.09 | 1 | 0.2% | |
| 0.14 | 1 | 0.2% | |
| 0.18 | 1 | 0.2% | |
| 0.21 | 2 | 0.4% | |
| 0.22 | 1 | 0.2% | |
| 0.23 | 2 | 0.4% | |
| 0.25 | 1 | 0.2% | |
| 0.26 | 1 | 0.2% | |
| 0.27 | 1 | 0.2% | |
| 0.29 | 2 | 0.4% |
| Value | Count | Frequency (%) | |
| 1.87 | 1 | 0.2% | |
| 1.81 | 2 | 0.4% | |
| 1.8 | 1 | 0.2% | |
| 1.79 | 1 | 0.2% | |
| 1.75 | 1 | 0.2% | |
| 1.68 | 1 | 0.2% | |
| 1.67 | 1 | 0.2% | |
| 1.65 | 1 | 0.2% | |
| 1.62 | 1 | 0.2% | |
| 1.57 | 4 | 0.8% |
PastEvents
Real number (ℝ≥0)
| Distinct count | 276 |
|---|---|
| Unique (%) | 56.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.146 |
|---|---|
| Minimum | 0.32 |
| Maximum | 5.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.32 |
|---|---|
| 5-th percentile | 0.78 |
| Q1 | 1.27 |
| median | 1.95 |
| Q3 | 2.9 |
| 95-th percentile | 4.098 |
| Maximum | 5.93 |
| Range | 5.61 |
| Interquartile range (IQR) | 1.63 |
Descriptive statistics
| Standard deviation | 1.071179392 |
|---|---|
| Coefficient of variation (CV) | 0.4991516271 |
| Kurtosis | -0.04494466785 |
| Mean | 2.146 |
| Median Absolute Deviation (MAD) | 0.78 |
| Skewness | 0.701771433 |
| Sum | 1040.81 |
| Variance | 1.147425289 |
| Value | Count | Frequency (%) | |
| 2.9 | 6 | 1.2% | |
| 1.31 | 5 | 1.0% | |
| 1.03 | 5 | 1.0% | |
| 0.87 | 5 | 1.0% | |
| 2.04 | 5 | 1.0% | |
| 1.73 | 5 | 1.0% | |
| 1.06 | 5 | 1.0% | |
| 1.42 | 5 | 1.0% | |
| 1.3 | 4 | 0.8% | |
| 3.31 | 4 | 0.8% | |
| 1.05 | 4 | 0.8% | |
| 3.38 | 4 | 0.8% | |
| 1.21 | 4 | 0.8% | |
| 1.33 | 4 | 0.8% | |
| 1.02 | 4 | 0.8% | |
| 1.7 | 4 | 0.8% | |
| 1.12 | 4 | 0.8% | |
| 1.54 | 4 | 0.8% | |
| 1.13 | 4 | 0.8% | |
| 3.37 | 4 | 0.8% | |
| 2.99 | 4 | 0.8% | |
| 2.2 | 3 | 0.6% | |
| 2.43 | 3 | 0.6% | |
| 2.38 | 3 | 0.6% | |
| 1.58 | 3 | 0.6% | |
| Other values (251) | 380 | 78.4% |
| Value | Count | Frequency (%) | |
| 0.32 | 1 | 0.2% | |
| 0.39 | 1 | 0.2% | |
| 0.41 | 1 | 0.2% | |
| 0.47 | 2 | 0.4% | |
| 0.5 | 1 | 0.2% | |
| 0.57 | 1 | 0.2% | |
| 0.62 | 1 | 0.2% | |
| 0.63 | 2 | 0.4% | |
| 0.65 | 1 | 0.2% | |
| 0.66 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 5.93 | 1 | 0.2% | |
| 5.5 | 1 | 0.2% | |
| 5.25 | 1 | 0.2% | |
| 5.2 | 1 | 0.2% | |
| 4.97 | 1 | 0.2% | |
| 4.95 | 1 | 0.2% | |
| 4.93 | 1 | 0.2% | |
| 4.87 | 1 | 0.2% | |
| 4.82 | 1 | 0.2% | |
| 4.78 | 1 | 0.2% |
| Distinct count | 485 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 243.7175257731959 |
|---|---|
| Minimum | 1.0 |
| Maximum | 491.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 25.2 |
| Q1 | 122 |
| median | 243 |
| Q3 | 364 |
| 95-th percentile | 466.8 |
| Maximum | 491 |
| Range | 490 |
| Interquartile range (IQR) | 242 |
Descriptive statistics
| Standard deviation | 141.2562022 |
|---|---|
| Coefficient of variation (CV) | 0.5795898419 |
| Kurtosis | -1.181238415 |
| Mean | 243.7175258 |
| Median Absolute Deviation (MAD) | 121 |
| Skewness | 0.02093555902 |
| Sum | 118203 |
| Variance | 19953.31467 |
| Value | Count | Frequency (%) | |
| 489 | 1 | 0.2% | |
| 234 | 1 | 0.2% | |
| 178 | 1 | 0.2% | |
| 180 | 1 | 0.2% | |
| 182 | 1 | 0.2% | |
| 184 | 1 | 0.2% | |
| 186 | 1 | 0.2% | |
| 188 | 1 | 0.2% | |
| 190 | 1 | 0.2% | |
| 192 | 1 | 0.2% | |
| 194 | 1 | 0.2% | |
| 196 | 1 | 0.2% | |
| 198 | 1 | 0.2% | |
| 200 | 1 | 0.2% | |
| 202 | 1 | 0.2% | |
| 204 | 1 | 0.2% | |
| 206 | 1 | 0.2% | |
| 208 | 1 | 0.2% | |
| 210 | 1 | 0.2% | |
| 212 | 1 | 0.2% | |
| 214 | 1 | 0.2% | |
| 216 | 1 | 0.2% | |
| 218 | 1 | 0.2% | |
| 220 | 1 | 0.2% | |
| 222 | 1 | 0.2% | |
| Other values (460) | 460 | 94.8% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.2% | |
| 2 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 5 | 1 | 0.2% | |
| 6 | 1 | 0.2% | |
| 7 | 1 | 0.2% | |
| 8 | 1 | 0.2% | |
| 9 | 1 | 0.2% | |
| 10 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 491 | 1 | 0.2% | |
| 490 | 1 | 0.2% | |
| 489 | 1 | 0.2% | |
| 488 | 1 | 0.2% | |
| 487 | 1 | 0.2% | |
| 486 | 1 | 0.2% | |
| 485 | 1 | 0.2% | |
| 484 | 1 | 0.2% | |
| 483 | 1 | 0.2% | |
| 482 | 1 | 0.2% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 485 | 100.0% |
Reasoning
Real number (ℝ≥0)
| Distinct count | 258 |
|---|---|
| Unique (%) | 53.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5458144329896903 |
|---|---|
| Minimum | 0.55 |
| Maximum | 5.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0.55 |
|---|---|
| 5-th percentile | 1.244 |
| Q1 | 1.97 |
| median | 2.52 |
| Q3 | 3.07 |
| 95-th percentile | 4.028 |
| Maximum | 5.83 |
| Range | 5.28 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 0.8377932486 |
|---|---|
| Coefficient of variation (CV) | 0.3290865343 |
| Kurtosis | 0.3234571974 |
| Mean | 2.545814433 |
| Median Absolute Deviation (MAD) | 0.55 |
| Skewness | 0.3385340266 |
| Sum | 1234.72 |
| Variance | 0.7018975275 |
| Value | Count | Frequency (%) | |
| 2.75 | 8 | 1.6% | |
| 2.73 | 7 | 1.4% | |
| 2.6 | 6 | 1.2% | |
| 2.17 | 6 | 1.2% | |
| 2.24 | 5 | 1.0% | |
| 3.18 | 5 | 1.0% | |
| 2.27 | 5 | 1.0% | |
| 2.41 | 5 | 1.0% | |
| 1.68 | 4 | 0.8% | |
| 2.9 | 4 | 0.8% | |
| 2.43 | 4 | 0.8% | |
| 3.72 | 4 | 0.8% | |
| 2.26 | 4 | 0.8% | |
| 1.97 | 4 | 0.8% | |
| 3.3 | 4 | 0.8% | |
| 3 | 4 | 0.8% | |
| 1.72 | 4 | 0.8% | |
| 2.63 | 4 | 0.8% | |
| 2.57 | 4 | 0.8% | |
| 2.51 | 4 | 0.8% | |
| 2.79 | 4 | 0.8% | |
| 2.54 | 4 | 0.8% | |
| 2.62 | 4 | 0.8% | |
| 2 | 4 | 0.8% | |
| 1.83 | 4 | 0.8% | |
| Other values (233) | 370 | 76.3% |
| Value | Count | Frequency (%) | |
| 0.55 | 1 | 0.2% | |
| 0.57 | 1 | 0.2% | |
| 0.62 | 1 | 0.2% | |
| 0.65 | 1 | 0.2% | |
| 0.67 | 1 | 0.2% | |
| 0.71 | 1 | 0.2% | |
| 0.77 | 1 | 0.2% | |
| 0.79 | 1 | 0.2% | |
| 0.89 | 1 | 0.2% | |
| 0.94 | 1 | 0.2% |
| Value | Count | Frequency (%) | |
| 5.83 | 1 | 0.2% | |
| 5.24 | 1 | 0.2% | |
| 4.86 | 1 | 0.2% | |
| 4.83 | 1 | 0.2% | |
| 4.63 | 1 | 0.2% | |
| 4.62 | 1 | 0.2% | |
| 4.55 | 1 | 0.2% | |
| 4.54 | 1 | 0.2% | |
| 4.5 | 1 | 0.2% | |
| 4.4 | 1 | 0.2% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2309278350515465 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 44 |
| Zeros (%) | 9.1% |
| Memory size | 3.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.610743863 |
|---|---|
| Coefficient of variation (CV) | 0.5794873506 |
| Kurtosis | -0.6164628848 |
| Mean | 6.230927835 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.002664972705 |
| Sum | 3022 |
| Variance | 13.03747124 |
| Value | Count | Frequency (%) | |
| 8 | 80 | 16.5% | |
| 6 | 75 | 15.5% | |
| 5 | 48 | 9.9% | |
| 0 | 44 | 9.1% | |
| 4 | 36 | 7.4% | |
| 7 | 30 | 6.2% | |
| 13 | 29 | 6.0% | |
| 12 | 29 | 6.0% | |
| 9 | 29 | 6.0% | |
| 1 | 27 | 5.6% | |
| 10 | 24 | 4.9% | |
| 3 | 17 | 3.5% | |
| 2 | 17 | 3.5% |
| Value | Count | Frequency (%) | |
| 0 | 44 | 9.1% | |
| 1 | 27 | 5.6% | |
| 2 | 17 | 3.5% | |
| 3 | 17 | 3.5% | |
| 4 | 36 | 7.4% | |
| 5 | 48 | 9.9% | |
| 6 | 75 | 15.5% | |
| 7 | 30 | 6.2% | |
| 8 | 80 | 16.5% | |
| 9 | 29 | 6.0% |
| Value | Count | Frequency (%) | |
| 13 | 29 | 6.0% | |
| 12 | 29 | 6.0% | |
| 10 | 24 | 4.9% | |
| 9 | 29 | 6.0% | |
| 8 | 80 | 16.5% | |
| 7 | 30 | 6.2% | |
| 6 | 75 | 15.5% | |
| 5 | 48 | 9.9% | |
| 4 | 36 | 7.4% | |
| 3 | 17 | 3.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Motion | Direct_Activity | Text | Share_SocTies | TimeInterval | LinearGuidance | FirstPerson | WordPicture | ThinkAhead | InnerThinking | Notifying | Genre | ThinkPositive | ThinkNegative | ShiftingEvents | PastEvents | Counter | Corpus | Reasoning | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.35 | 0.48 | 0 | 2.24 | 1.63 | 5.23 | 0.09 | 5.01 | 2.15 | 1.72 | 2.11 | 1 | 0.62 | 0.70 | 0.79 | 2.55 | 1.0 | 1 | 1.23 | 0 |
| 1 | 0.25 | 0.21 | 1 | 2.28 | 1.39 | 3.46 | 0.13 | 4.34 | 1.85 | 1.48 | 1.77 | 1 | 0.38 | 0.63 | 0.80 | 1.77 | 2.0 | 1 | 1.48 | 0 |
| 2 | 0.17 | 0.17 | 2 | 2.84 | 1.94 | 5.03 | 0.04 | 5.85 | 1.55 | 1.72 | 2.84 | 1 | 0.34 | 1.12 | 0.82 | 2.32 | 3.0 | 1 | 1.68 | 0 |
| 3 | 0.09 | 0.22 | 3 | 3.06 | 1.71 | 3.15 | 0.00 | 3.28 | 1.21 | 2.74 | 2.47 | 1 | 0.90 | 2.43 | 0.81 | 1.89 | 4.0 | 1 | 3.46 | 0 |
| 4 | 0.35 | 0.44 | 4 | 1.84 | 1.80 | 5.79 | 0.26 | 3.16 | 2.28 | 2.15 | 2.54 | 1 | 0.39 | 0.61 | 0.96 | 1.54 | 5.0 | 1 | 1.93 | 0 |
| 5 | 0.26 | 0.30 | 5 | 2.13 | 1.35 | 6.52 | 0.26 | 5.83 | 1.83 | 1.26 | 2.22 | 1 | 0.70 | 0.91 | 0.83 | 1.61 | 6.0 | 1 | 1.74 | 0 |
| 6 | 0.34 | 0.21 | 6 | 2.67 | 1.23 | 3.90 | 0.17 | 4.07 | 1.74 | 1.31 | 2.92 | 1 | 0.59 | 0.97 | 0.89 | 1.40 | 7.0 | 1 | 1.61 | 0 |
| 7 | 0.45 | 0.14 | 7 | 1.99 | 1.31 | 2.67 | 0.00 | 5.16 | 2.94 | 3.40 | 3.08 | 1 | 0.59 | 1.40 | 0.81 | 0.91 | 8.0 | 1 | 2.17 | 0 |
| 8 | 0.30 | 0.08 | 8 | 1.57 | 2.17 | 3.36 | 0.13 | 4.59 | 1.19 | 1.10 | 2.42 | 1 | 0.30 | 0.93 | 0.38 | 2.12 | 9.0 | 1 | 0.98 | 0 |
| 9 | 0.25 | 0.51 | 9 | 2.32 | 1.77 | 4.68 | 0.04 | 4.01 | 2.19 | 1.98 | 2.61 | 1 | 0.25 | 0.93 | 0.55 | 1.98 | 10.0 | 1 | 1.86 | 0 |
Last rows
| Motion | Direct_Activity | Text | Share_SocTies | TimeInterval | LinearGuidance | FirstPerson | WordPicture | ThinkAhead | InnerThinking | Notifying | Genre | ThinkPositive | ThinkNegative | ShiftingEvents | PastEvents | Counter | Corpus | Reasoning | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 475 | 0.83 | 0.12 | 481 | 1.25 | 0.67 | 6.15 | 5.61 | 5.99 | 0.67 | 2.95 | 1.54 | 14 | 1.58 | 1.25 | 1.16 | 2.78 | 482.0 | 1 | 4.07 | 13 |
| 476 | 0.36 | 0.24 | 482 | 1.91 | 1.19 | 6.88 | 0.52 | 7.99 | 1.19 | 3.74 | 1.87 | 14 | 0.68 | 1.15 | 0.76 | 2.66 | 483.0 | 1 | 2.35 | 13 |
| 477 | 0.33 | 0.17 | 483 | 1.61 | 0.87 | 7.24 | 5.50 | 4.59 | 1.12 | 3.56 | 1.90 | 14 | 1.86 | 0.95 | 0.87 | 2.19 | 484.0 | 1 | 4.26 | 13 |
| 478 | 0.52 | 0.32 | 484 | 1.23 | 0.83 | 7.73 | 0.71 | 10.03 | 0.99 | 2.89 | 1.67 | 14 | 0.83 | 1.15 | 0.79 | 3.05 | 485.0 | 1 | 2.26 | 13 |
| 479 | 1.12 | 0.12 | 485 | 0.52 | 0.60 | 9.08 | 0.76 | 5.76 | 1.04 | 1.88 | 1.92 | 14 | 0.24 | 1.24 | 1.56 | 3.76 | 486.0 | 1 | 2.28 | 13 |
| 480 | 0.74 | 0.13 | 486 | 1.13 | 1.52 | 8.77 | 0.56 | 5.69 | 1.35 | 2.39 | 2.43 | 14 | 0.87 | 1.48 | 1.43 | 3.69 | 487.0 | 1 | 2.82 | 13 |
| 481 | 0.90 | 0.13 | 487 | 1.49 | 1.15 | 4.65 | 4.61 | 8.45 | 0.81 | 2.22 | 1.79 | 14 | 0.94 | 1.79 | 0.94 | 2.90 | 488.0 | 1 | 2.13 | 13 |
| 482 | 0.45 | 0.37 | 488 | 1.36 | 0.86 | 8.48 | 0.66 | 6.30 | 0.91 | 2.96 | 1.65 | 14 | 0.70 | 1.19 | 0.49 | 3.29 | 489.0 | 1 | 3.29 | 13 |
| 483 | 0.64 | 0.21 | 489 | 1.33 | 1.37 | 8.54 | 0.26 | 6.05 | 1.50 | 3.39 | 2.36 | 14 | 0.86 | 2.23 | 1.24 | 4.21 | 490.0 | 1 | 2.75 | 13 |
| 484 | 0.58 | 0.50 | 490 | 1.94 | 0.45 | 5.98 | 1.65 | 4.13 | 1.20 | 2.39 | 2.06 | 14 | 1.03 | 2.02 | 0.87 | 2.64 | 491.0 | 1 | 2.81 | 13 |